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1902.07367
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Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies
20 February 2019
Xiao Guo
Jongmoo Choi
3DH
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Papers citing
"Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies"
44 / 44 papers shown
Multimodal Generative AI with Autoregressive LLMs for Human Motion Understanding and Generation: A Way Forward
Muhammad Islam
Tao Huang
Euijoon Ahn
Usman Naseem
VGen
359
5
0
31 May 2025
HVIS: A Human-like Vision and Inference System for Human Motion Prediction
AAAI Conference on Artificial Intelligence (AAAI), 2025
Kedi Lyu
Haipeng Chen
Zhenguang Liu
Yifang Yin
Yukang Lin
Yingying Jiao
3DH
302
3
0
24 Feb 2025
MoReFun: Past-Movement Guided Motion Representation Learning for Future Motion Prediction and Understanding
Junyu Shi
Baoxuan Wang
Zhiyuan Zhang
Lijiang Liu
Yong Sun
Qiang Nie
3DH
259
0
0
04 Aug 2024
Multimodal Sense-Informed Prediction of 3D Human Motions
Computer Vision and Pattern Recognition (CVPR), 2024
Zhenyu Lou
Qiongjie Cui
Haofan Wang
Xu Tang
Hong Zhou
310
12
0
05 May 2024
Towards more realistic human motion prediction with attention to motion coordination
Pengxiang Ding
Jianqin Yin
188
20
0
04 Apr 2024
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting
Edgar Medina
Leyong Loh
Namrata Gurung
Kyung Hun Oh
Niels Heller
3DH
286
15
0
21 Feb 2024
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network
Neural Information Processing Systems (NeurIPS), 2023
Xiao Guo
Vishal Asnani
Sijia Liu
Xiaoming Liu
372
10
0
03 Dec 2023
Dynamic Dense Graph Convolutional Network for Skeleton-based Human Motion Prediction
IEEE Transactions on Image Processing (IEEE TIP), 2023
Xinshun Wang
Wanying Zhang
Can Wang
Yuan Gao
Mengyuan Liu
3DH
GNN
360
58
0
29 Nov 2023
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction
Mohsen Zand
Ali Etemad
Michael A. Greenspan
3DH
236
5
0
31 Aug 2023
Human Part-wise 3D Motion Context Learning for Sign Language Recognition
IEEE International Conference on Computer Vision (ICCV), 2023
T. Lee
Y. Oh
Kyoung Mu Lee
SLR
278
13
0
18 Aug 2023
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction
IEEE International Conference on Computer Vision (ICCV), 2023
Chenxin Xu
R. Tan
Yuhong Tan
Siheng Chen
Xinchao Wang
Yanfeng Wang
3DH
324
34
0
17 Aug 2023
Physics-constrained Attack against Convolution-based Human Motion Prediction
Neurocomputing (Neurocomputing), 2023
Chengxu Duan
Zhicheng Zhang
Xiaoli Liu
Yonghao Dang
Jianqin Yin
AAML
3DH
469
2
0
21 Jun 2023
Pedestrian Crossing Action Recognition and Trajectory Prediction with 3D Human Keypoints
IEEE International Conference on Robotics and Automation (ICRA), 2023
Jiachen Li
Xin Shi
Feiyu Chen
Jonathan C. Stroud
Zhishuai Zhang
...
Jeonhyung Kang
Khaled S. Refaat
Weilong Yang
Eugene Ie
Congcong Li
373
25
0
01 Jun 2023
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Tharindu Fernando
Harshala Gammulle
Sridha Sridharan
Akila Pemasiri
Clinton Fookes
3DH
220
1
0
19 May 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization
Computer Vision and Pattern Recognition (CVPR), 2023
Xiao Guo
Xiaohong Liu
Zhiyuan Ren
Steven A. Grosz
I. Masi
Xiaoming Liu
290
183
0
30 Mar 2023
Continuous Intermediate Token Learning with Implicit Motion Manifold for Keyframe Based Motion Interpolation
Computer Vision and Pattern Recognition (CVPR), 2023
Clinton Mo
Kun Hu
Chengjiang Long
Zhiyong Wang
211
22
0
27 Mar 2023
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning
Computer Vision and Pattern Recognition (CVPR), 2023
Chenxin Xu
R. Tan
Yuhong Tan
Siheng Chen
Yu Wang
Xinchao Wang
Yanfeng Wang
373
170
0
20 Mar 2023
Trajectory and Sway Prediction Towards Fall Prevention
IEEE International Conference on Robotics and Automation (ICRA), 2022
Weizhuo Wang
Michael Raitor
Steve Collins
Chenxi Liu
Monroe Kennedy
367
3
0
23 Sep 2022
FLAME: Free-form Language-based Motion Synthesis & Editing
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jihoon Kim
Jiseob Kim
Sungjoon Choi
VGen
578
270
0
01 Sep 2022
Multi-domain Learning for Updating Face Anti-spoofing Models
European Conference on Computer Vision (ECCV), 2022
Xiao Guo
Yaojie Liu
Anil Jain
Xiaoming Liu
CLL
CVBM
250
55
0
23 Aug 2022
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction
European Conference on Computer Vision (ECCV), 2022
Maosen Li
Siheng Chen
Zijing Zhang
Lingxi Xie
Qi Tian
Ya Zhang
3DH
320
75
0
31 Jul 2022
Adversarial Attention for Human Motion Synthesis
IEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2022
Matthew Malek-Podjaski
Fani Deligianni
AAML
158
3
0
25 Apr 2022
Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Jiajun Fu
Fuxing Yang
Yonghao Dang
Xiaoli Liu
Jianqin Yin
464
35
0
04 Apr 2022
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction
Computer Vision and Pattern Recognition (CVPR), 2022
Tiezheng Ma
Yongwei Nie
Chengjiang Long
Qing Zhang
Guiqing Li
3DH
200
147
0
30 Mar 2022
3D Human Motion Prediction: A Survey
Neurocomputing (Neurocomputing), 2022
Kedi Lyu
Haipeng Chen
Zhenguang Liu
Beiqi Zhang
Ruili Wang
3DH
374
79
0
03 Mar 2022
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jinseok Bae
Hojun Jang
Cheol-Hui Min
H. Choi
Y. Kim
241
6
0
17 Feb 2022
Motion Prediction via Joint Dependency Modeling in Phase Space
ACM Multimedia (MM), 2021
Pengxiang Su
Zhenguang Liu
Shuang Wu
Lei Zhu
Yifang Yin
Xuanjing Shen
260
30
0
07 Jan 2022
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Zhenguang Liu
Shuang Wu
Shuyuan Jin
S. Ji
Qi Liu
Shijian Lu
Li Cheng
3DH
225
86
0
30 Dec 2021
Hierarchical Graph-Convolutional Variational AutoEncoding for Generative Modelling of Human Motion
Anthony Bourached
Robert J. Gray
Xiaodong Guan
Ryan-Rhys Griffiths
A. Jha
P. Nachev
3DH
DRL
364
1
0
24 Nov 2021
MUGL: Large Scale Multi Person Conditional Action Generation with Locomotion
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Shubh Maheshwari
Debtanu Gupta
Ravi Kiran Sarvadevabhatla
269
20
0
21 Oct 2021
A Survey on Deep Learning for Skeleton-Based Human Animation
Lucas Mourot
Ludovic Hoyet
F. Clerc
Francois Schnitzler
Pierre Hellier
3DH
319
99
0
13 Oct 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction
IEEE Transactions on Image Processing (TIP), 2021
Maosen Li
Siheng Chen
Yangheng Zhao
Ya Zhang
Yanfeng Wang
Qi Tian
3DH
197
81
0
25 Aug 2021
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction
Lingwei Dang
Yongwei Nie
Chengjiang Long
Qing Zhang
Guiqing Li
3DH
311
249
0
16 Aug 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction
International Journal of Computer Vision (IJCV), 2021
Xiaohan Li
Yi Wang
Liwei Wang
Bei Yu
Jiaya Jia
VGen
234
10
0
12 Aug 2021
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction
Dianhao Zhang
Ngo Anh Vien
Mien Van
Seán F. McLoone
3DH
HAI
231
9
0
03 Aug 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction
AAAI Conference on Artificial Intelligence (AAAI), 2021
Zhenguang Liu
Kedi Lyu
Shuang Wu
Haipeng Chen
Y. Hao
S. Ji
3DH
AI4CE
211
63
0
17 Mar 2021
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Hanchen Xie
Mohamed E. Hussein
Aram Galstyan
Wael Abd-Almageed
SSL
158
8
0
30 Nov 2020
Generative Model-Enhanced Human Motion Prediction
Applied AI Letters (AA), 2020
Anthony Bourached
Ryan-Rhys Griffiths
Robert J. Gray
A. Jha
P. Nachev
312
15
0
05 Oct 2020
Dynamic Future Net: Diversified Human Motion Generation
Wenheng Chen
He Wang
Yi Yuan
Tianjia Shao
Kun Zhou
3DH
309
24
0
25 Aug 2020
Multitask Non-Autoregressive Model for Human Motion Prediction
IEEE Transactions on Image Processing (TIP), 2020
Bin Li
Jian Tian
Zhongfei Zhang
Hailin Feng
Xi Li
3DH
224
44
0
13 Jul 2020
CORD19STS: COVID-19 Semantic Textual Similarity Dataset
Xiao Guo
H. Mirzaalian
Ekraam Sabir
Aysush Jaiswal
Wael AbdAlmageed
186
35
0
05 Jul 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction
Computer Vision and Pattern Recognition (CVPR), 2020
Maosen Li
Siheng Chen
Yangheng Zhao
Ya Zhang
Yanfeng Wang
Qi Tian
AI4CE
3DH
268
353
0
17 Mar 2020
TrajectoryNet: a new spatio-temporal feature learning network for human motion prediction
Xiaoli Liu
Jianqin Yin
Jin Liu
Pengxiang Ding
Jun Liu
Huaping Liu
3DH
201
8
0
15 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Maosen Li
Siheng Chen
Xu Chen
Ya Zhang
Yanfeng Wang
D. Ebert
3DH
233
225
0
05 Oct 2019
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